Haris- Day 1 of the #AIS Challenge · AI Automation Society

Muhammad Haris

3d • General Discussion 💬

Haris- Day 1 of the #AIS Challenge

Hi everyone, sharing a quick update on my progress with the #AIS Challenge.

So far, the system is working well. I successfully automated the full workflow:

• AI researches and writes the newsletter

• Images and visuals are generated automatically

• The final HTML newsletter is emailed directly to recipients

The interesting part is realizing that the quality of the output now depends heavily on the instructions given to the agent. I still need to refine the prompts and workflows so future newsletters consistently include all the elements I want, like infographics, layouts, visual hierarchy, and formatting standards.

But from an automation perspective, it’s working end-to-end.

Now I’m thinking about deployment and scalability.

For those building AI automation systems: What are you using for the frontend and deployment layer?

Vercel?

Railway?

Render?

Something else?

Curious to hear how others are approaching production-ready AI workflows.

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